First off, different items have different caloric densities. For example, sugar vs salt. 100g of sugar is 387 calories, and 100g of salt is 0 calories. That’s because sugar has chemical bonds that the body can break apart to gain a net positive energy balance; salt doesn’t give off any energy if you split it into individual ions.
100g of chicken also contains fewer carbs and a higher amount of protein compared to the cake, so you’re also getting different chemical structures (nutrients) from each of those foods. Carbs can’t be made into proteins — the body isn’t an assembly machine. The digestive system can construct *some* compounds from what you eat, but a lot of it has to be obtained from your diet… take paint as an example. If I want to paint a sunflower, no amount of red paint is going to give me yellow. I can mix red with other colors to get orange or brown or purple, but it won’t give me yellow. The body’s kinda like that.
There are many compounds that we can get through multivitamins without actually having to eat them in our food (vitamin B, ascorbic acid/vitamin C, etc), but those multivitamins are limited/less nuanced in what they provide. For paint, it’s like having one big tube of yellow paint vs many small containers of yellow paint in different shades. I can mix the big tube to get the colors I want, but it takes a bit more work than just getting the exact shade I want straight from the tube.
Being healthy generally involves a painting of many different colors, which lets your body get what it needs at any given moment. Our brains, however, might have a favorite color that we already have a lot of…. and so you might want get more of a paint that you already have a lot of, even if what you need is a completely different shade (like getting more green when what you really need is more blue). That gets into historical resource scarcity, since certain foods and ingredients used to be difficult to get.
So, from that health perspective, eating 100g of cake gets you different colors than eating 100g of chicken. Cake also has a different energy density, and so provides a different amount of chemical energy (calories) when your digestive system processes those chemical bonds. The number of calories a food provides is different than the amount of nutrients (useful chemicals) inside of it. Like water or salt, not all chemicals have chemical energy to give us, but we need them anyways. Even if we have paint, we still need a brush and a canvas if we want to do anything with those colors.
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